{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第四课 切片——函数`split`和`slice`\n",
    "#### 先看程序中的两行代码\n",
    "```python\n",
    "all_values = record.split(',')  \n",
    "a=[int(i) for i in all_values[1:]]  \n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##  1、Python中的split()函数的用法  \n",
    "https://zhuanlan.zhihu.com/p/108211957  \n",
    "先阅读原文，再运行代码\n",
    "Python中有split()和os.path.split()两个函数，具体作用如下：   \n",
    "\n",
    "split()：拆分字符串。通过指定分隔符对字符串进行切片，并返回分割后的字符串列表（list）  \n",
    "\n",
    "os.path.split()：按照路径将文件名和路径分割开  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['http://www', 'gziscas', 'com', 'cn']\n",
      "['http://www', 'gziscas', 'com.cn']\n"
     ]
    }
   ],
   "source": [
    "string = \"http://www.gziscas.com.cn\"\n",
    "print(string.split('.'))\n",
    "print(string.split('.',2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('/dodo/soft/python', '')\n",
      "('/dodo/soft', 'python')\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "print(os.path.split('/dodo/soft/python/'))\n",
    "print(os.path.split('/dodo/soft/python'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "www.baidu.com\n"
     ]
    }
   ],
   "source": [
    "str=\"hello boy<[www.baidu.com]>byebye\"\n",
    "print(str.split(\"[\")[1].split(\"]\")[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2、[Python]切片(`slice`)完全指南(语法篇)  \n",
    "https://zhuanlan.zhihu.com/p/79541418  \n",
    "#### 切片形式：a[start:stop:step]，其中step是一个非零整数.  \n",
    "#### 此时切片的行为可概括为：** 从start对应的位置出发，以step为步长索引序列，直至越过stop对应的位置，且$\\color{red}{不包括}$stop本身 **。  \n",
    "#### 事实上，简单切片就是step=1的扩展切片的特殊情况。  \n",
    "#### 需要详细解释的是step分别为正数和$\\color{red}{负数}$的两种情况。   \n",
    "\n",
    "**缺省:** start和stop都是可以缺省的，在缺省的情况下，Python的行为是尽可能取最大区间  \n",
    "**逆序:**当step为负数时，切片将其解释为从start出发以步长|step|**逆序**索引序列"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 1, 2, 3, 4]\n",
      "[5, 6, 7, 8, 9]\n",
      "[2, 3, 4, 5, 6, 7]\n",
      "[0, 2, 4, 6, 8]\n",
      "[9, 8, 7, 6, 5, 4, 3, 2, 1, 0]\n"
     ]
    }
   ],
   "source": [
    "a = list(range(10))\n",
    "print(a[:5])\n",
    "print(a[5:])\n",
    "print(a[2:8])\n",
    "print(a[::2])\n",
    "print(a[::-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 2, 4]\n",
      "[0, 2, 4, 6]\n",
      "[4, 6, 8]\n",
      "[4, 2, 0]\n"
     ]
    }
   ],
   "source": [
    "a = list(range(10))\n",
    "print(a[0:6:2])\n",
    "print(a[:-2:2])\n",
    "print(a[4::2])\n",
    "print(a[4::-2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3、list内部使用for循环  \n",
    "### 它的主要语法结构如下：\n",
    "\n",
    "#### my_list=[ 表达式 for 循环项 in 循环体 (if 条件) ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0, 1, 4, 9, 16, 25, 36, 49, 64, 81]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a = list(range(10))\n",
    "[i*i for i in a]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "123456\n",
      "['1', '2', '3', '4', '5', '6']\n",
      "[1, 2, 3, 4, 5, 6]\n",
      "[1, 2, 3, 4]\n"
     ]
    }
   ],
   "source": [
    "name = \"123456\"\n",
    "\n",
    "my_list = [c for c in name]\n",
    "int_list = [int(c) for c in name ]\n",
    "part_list = [i for i in int_list if i<5]\n",
    "print(name)\n",
    "print(my_list)\n",
    "print(int_list)\n",
    "print(part_list)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 对每个元素都做相同处理的另一个办法是用map,把函数作用到每一个函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<map object at 0x00000188E3474358>\n",
      "[1, 4, 9, 16, 25, 36]\n"
     ]
    }
   ],
   "source": [
    "name = \"123456\"\n",
    "def convert(c):\n",
    "    return int(c)*int(c)\n",
    "m=map(convert,name)\n",
    "print(m)\n",
    "print(list(m))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 广播(Broadcasting)，本来就是numpy的核心特性"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3 4 5 6]\n",
      "[2 4 6 8]\n",
      "[0.5 1.  1.5 2. ]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "a=np.array([1, 2, 3, 4])\n",
    "print(a+2)\n",
    "print(a*2)\n",
    "print(a/2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4、把一张图片上下翻转"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(495, 792, 3)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x238bf862c18>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "im=Image.open(\"qiu.jpeg\")\n",
    "a=np.asarray(im)\n",
    "print(a.shape)\n",
    "\n",
    "\n",
    "aa=a[::-1,:,:]\n",
    "im=Image.fromarray(np.uint8(aa))\n",
    "\n",
    "im.save(\"qiu_updown.jpeg\")\n",
    "im.show()\n",
    "plt.imshow(im)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5、把一张图片嵌入另一张图片\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(495, 792, 3)\n",
      "(58, 129, 4)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x188e323ccf8>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "im=Image.open(\"qiu.jpeg\")\n",
    "a=np.asarray(im)\n",
    "print(a.shape)\n",
    "\n",
    "im=Image.open(\"fei.jpg\")\n",
    "b=np.asarray(im)\n",
    "print(b.shape)\n",
    "t=0.5\n",
    "aa=a\n",
    "aa[50:50+58,50:50+129,0:3]=(t*a[50:50+58,50:50+129,0:3]+(1-t)*b[:,:,0:3])\n",
    "im=Image.fromarray(np.uint8(aa))\n",
    "\n",
    "im.save(\"qiu_merge.jpeg\")\n",
    "plt.imshow(im)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6、运用切片`slice`技术做一个简单动画\n",
    "### 注意，要在`%matplotlib notebook`环境下渲染"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 法一：预先生成所有帧，占内存，但比较流畅"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.animation as animation\n",
    "from PIL import Image\n",
    "%matplotlib notebook\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "im1=Image.open(\"qiu.jpeg\")\n",
    "a=np.asarray(im1)\n",
    "print(a.shape)\n",
    "\n",
    "im2=Image.open(\"fei.jpg\")\n",
    "b=np.asarray(im2)\n",
    "print(b.shape)\n",
    "\n",
    "\n",
    "ims = []\n",
    "for i in range(a.shape[0]-b.shape[0]):\n",
    "    t=0.5\n",
    "    aa=a.copy()\n",
    "    aa[i:i+58,i:i+129,0:3]=(t*a[i:i+58,i:i+129,0:3]+(1-t)*b[:,:,0:3])\n",
    "    im = ax.imshow(aa, animated=True)\n",
    "    ims.append([im])\n",
    "    \n",
    "ani = animation.ArtistAnimation(fig=fig, artists=ims, interval=30, blit=True,\n",
    "                                repeat_delay=100,repeat =False)\n",
    "\n",
    "#保存为mp4文件\n",
    "# ani.save(\"1.mp4\",fps =32)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 法二：一边计算、一边显示，占CPU，但不占内存，比较卡"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.animation as animation\n",
    "from PIL import Image\n",
    "# 注意这里要在notebook里渲染\n",
    "%matplotlib notebook\n",
    "\n",
    "im1=Image.open(\"qiu.jpeg\")\n",
    "a=np.asarray(im1)\n",
    "print(a.shape)\n",
    "\n",
    "im2=Image.open(\"fei.jpg\")\n",
    "b=np.asarray(im2)\n",
    "print(b.shape)\n",
    "\n",
    "fig = plt.figure()\n",
    "# im = plt.imshow(a, animated=True)\n",
    "im = plt.figimage(a)\n",
    "i=0\n",
    "def updatefig(*args):    \n",
    "    global i,t,a,b,im\n",
    "    t=0.5\n",
    "    i=i+1\n",
    "  \n",
    "    aa=a.copy()\n",
    "    aa[i:i+58,i:i+129,0:3]=(t*a[i:i+58,i:i+129,0:3]+(1-t)*b[:,:,0:3])\n",
    "    \n",
    "    im.set_array(aa)\n",
    "    return im\n",
    "\n",
    "ani = animation.FuncAnimation(fig, func=updatefig,fargs=(i,t,a,b,im), interval=50, blit=True,save_count=1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 作业\n",
    "### 1. 把一张图片左右翻转；\n",
    "### 2. 把一张图片中心对称；\n",
    "### 3. 找一大一小两张图片，把一张图片嵌入另一张图片；\n",
    "### 4. 把一张大图片左右拆分为两张小图；\n",
    "### 5. 把前面生成的图片qiu_merge.jpeg中的飞机去除，恢复原样，不留痕迹。\n",
    "### 6. 把mnist_train_100.csv中的100张28\\*28的小图片，拼接成280\\*280的大图。"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
